Hongxia Xu

Publication Activity (10 Years)

Years Active: 2011-2024
Publications (10 Years): 31

Top Topics

Diabetic Patients

Outcome Prediction

Supervised Learning

Top Venues

Publications

Jiahuan Yan, Bo Zheng, Hongxia Xu, Yiheng Zhu, Danny Z. Chen, Jimeng Sun, Jian Wu, Jintai Chen
Making Pre-trained Language Models Great on Tabular Prediction. ICLR (2024)
Shangde Gao, Yichao Fu, Ke Liu, Wei Gao, Hongxia Xu, Jian Wu, Yuqiang Han
Collaborative knowledge amalgamation: Preserving discriminability and transferability in unsupervised learning. Inf. Sci. 669 (2024)
Hongxia Xu, Navid Razmjooy
Self-adaptive henry gas solubility optimizer for identification of solid oxide fuel cell. Evol. Syst. 15 (1) (2024)
Wenhao Zheng, Jintai Chen, Kai Zhang, Jiahuan Yan, Jinhong Wang, Yi Cheng, Bang Du, Danny Z. Chen, Honghao Gao, Jian Wu, Hongxia Xu
Polygonal Approximation Learning for Convex Object Segmentation in Biomedical Images With Bounding Box Supervision. IEEE J. Biomed. Health Informatics 28 (8) (2024)
Wenhao Zheng, Dongsheng Peng, Hongxia Xu, Hongtu Zhu, Tianfan Fu, Huaxiu Yao
Multimodal Clinical Trial Outcome Prediction with Large Language Models. CoRR (2024)
Wenyuan Ma, Hui Wu, Yiran Chen, Hongxia Xu, Junjie Jiang, Bang Du, Mingyu Wan, Xiaolu Ma, Xiaoyu Chen, Lili Lin, Xinhui Su, Xuanwen Bao, Yifei Shen, Nong Xu, Jian Ruan, Haiping Jiang, Yongfeng Ding
New techniques to identify the tissue of origin for cancer of unknown primary in the era of precision medicine: progress and challenges. Briefings Bioinform. 25 (2) (2024)
Weize Liu, Guocong Li, Kai Zhang, Bang Du, Qiyuan Chen, Xuming Hu, Hongxia Xu, Jintai Chen, Jian Wu
Mind's Mirror: Distilling Self-Evaluation Capability and Comprehensive Thinking from Large Language Models. NAACL-HLT (2024)
Yinlong Xu, Xiaoqiang Liu, Zitai Kong, Yixuan Wu, Yue Wang, Yingzhou Lu, Honghao Gao, Jian Wu, Hongxia Xu
MambaCapsule: Towards Transparent Cardiac Disease Diagnosis with Electrocardiography Using Mamba Capsule Network. CoRR (2024)
Yiheng Zhu, Zitai Kong, Jialu Wu, Weize Liu, Yuqiang Han, Mingze Yin, Hongxia Xu, Chang-Yu Hsieh, Tingjun Hou
Generative AI for Controllable Protein Sequence Design: A Survey. CoRR (2024)
Mingze Yin, Hanjing Zhou, Yiheng Zhu, Miao Lin, Yixuan Wu, Jialu Wu, Hongxia Xu, Chang-Yu Hsieh, Tingjun Hou, Jintai Chen, Jian Wu
Multi-Modal CLIP-Informed Protein Editing. CoRR (2024)
Jintai Chen, Yaojun Hu, Yue Wang, Yingzhou Lu, Xu Cao, Miao Lin, Hongxia Xu, Jian Wu, Cao Xiao, Jimeng Sun, Lucas Glass, Kexin Huang, Marinka Zitnik, Tianfan Fu
TrialBench: Multi-Modal Artificial Intelligence-Ready Clinical Trial Datasets. CoRR (2024)
Jinhong Wang, Yi Cheng, Jintai Chen, Hongxia Xu, Danny Ziyi Chen, Jian Wu
Multi-rater Prompting for Ambiguous Medical Image Segmentation. CoRR (2024)
Zheng Cao, Chengyu Feng, Yefeng Shen, Guanchen Ye, Hongxia Xu, Jian Wu, Zhendong Wu, Honghao Gao, Haihua Zhu
DPML: Prior-guided multitask learning for dental object recognition on limited panoramic radiograph dataset. Expert Syst. Appl. 254 (2024)
Shuai Yuan, Junhai Qiu, Hongxia Xu, Yan Zhang, Jiaxing Zhang
Few-shot segmentation based on multi-level and cross-scale clustering. Connect. Sci. 36 (1) (2024)
Yue Wang, Yingzhou Lu, Yinlong Xu, Zihan Ma, Hongxia Xu, Bang Du, Honghao Gao, Jian Wu
TWIN-GPT: Digital Twins for Clinical Trials via Large Language Model. CoRR (2024)
Weize Liu, Yinlong Xu, Hongxia Xu, Jintai Chen, Xuming Hu, Jian Wu
Unraveling Babel: Exploring Multilingual Activation Patterns within Large Language Models. CoRR (2024)
Jiahuan Yan, Bo Zheng, Hongxia Xu, Yiheng Zhu, Danny Z. Chen, Jimeng Sun, Jian Wu, Jintai Chen
Making Pre-trained Language Models Great on Tabular Prediction. CoRR (2024)
Weize Liu, Guocong Li, Kai Zhang, Bang Du, Qiyuan Chen, Xuming Hu, Hongxia Xu, Jintai Chen, Jian Wu
Mind's Mirror: Distilling Self-Evaluation Capability and Comprehensive Thinking from Large Language Models. CoRR (2023)
Jianzhuo Yan, Lihong Chen, Yongchuan Yu, Hongxia Xu, Qingcai Gao, Kunpeng Cao, Jianhui Chen
EmergEventMine: End-to-End Chinese Emergency Event Extraction Using a Deep Adversarial Network. ISPRS Int. J. Geo Inf. 11 (6) (2022)
Fumin Wang, Jianzhuo Yan, Hongxia Xu
A Special Multivariate Polynomial Model for Diabetes Prediction and Analysis. ISAIMS (2022)
Hongxia Xu, Guoliang Fan, Jinchang Li
Single-Index Quantile Regression with Left Truncated Data. J. Syst. Sci. Complex. 35 (5) (2022)
Jianzhuo Yan, Lihong Chen, Yongchuan Yu, Hongxia Xu, Zhe Xu, Ying Sheng, Jianhui Chen
Neuroimaging-ITM: A Text Mining Pipeline Combining Deep Adversarial Learning with Interaction Based Topic Modeling for Enabling the FAIR Neuroimaging Study. Neuroinformatics 20 (3) (2022)
Jianzhuo Yan, Jinnan Li, Hongxia Xu, Yongchuan Yu, Lexin Pan, Xuerui Cheng, Shaofeng Tan
EEG Seizure Prediction Based on Empirical Mode Decomposition and Convolutional Neural Network. BI (2021)
Jianzhuo Yan, Yanan Geng, Hongxia Xu, Yongchuan Yu, Shaofeng Tan, Dongdong He
Research on Named Entity Recognition in Chinese EMR Based on Semi-Supervised Learning with Dual Selected Strategy. ACAI (2020)
Jianzhuo Yan, Yun Qin, Yongchuan Yu, Hongxia Xu
Terminology extraction in the field of water environment based on rules and statistics. CIPAE (2020)
Hongxia Xu, Yonghui Kong, Shaofeng Tan
Predictive Modeling of Diabetic Kidney Disease using Random Forest Algorithm along with Features Selection. ISAIMS (2020)
Jianzhuo Yan, Yanan Geng, Hongxia Xu, Shaofeng Tan, Dongdong He, Yongchuan Yu, Sinuo Deng, Xiaoxue Du
A Prediction Model of Gestational Diabetes Mellitus Based on First Pregnancy Test Index. HIS (2020)
Jianzhuo Yan, Xiaoxue Du, Yongchuan Yu, Hongxia Xu
Establishment of Risk Prediction Model for Retinopathy in Type 2 Diabetic Patients. BI (2019)
Xinyan Zhang, Bingzong Li, Huiying Han, Sha Song, Hongxia Xu, Zixuan Yi, Yating Hong, Wenzhuo Zhuang, Nengjun Yi
Pathway-structured predictive modeling for multi-level drug response in multiple myeloma. Bioinform. 34 (21) (2018)
Hongzhi Kuai, Hongxia Xu, Jianzhuo Yan
Emotion Recognition from EEG Using Rhythm Synchronization Patterns with Joint Time-Frequency-Space Correlation. BI (2017)
Wenjin Sheng, Hongxia Xu, Jianzhuo Yan, Jianhui Chen, Bin Shi, Dongsheng Wang, Hongzhi Kuai, Ningning Wang
A Domain-Driven Literature Retrieval Method for Systematic Brain Informatics. BIH (2016)
Yong Zhang, Hongxia Xu, Xueyan Lv, Jichun Wu
Diffusion in Relatively Homogeneous Sand Columns: A Scale-Dependent or Scale-Independent Process? Entropy 15 (10) (2013)
Hongyan Yan, Xiaojuan Zhang, Hongxia Xu
Three Levels Intelligent Incident Detection Algorithm of Smart Traffic in the Digital City. ICIC (2) (2011)